All Updates
Page 975 of 1637
April 10, 2026
EmoMAS: Emotion-Aware Edge Negotiation Framework
EmoMAS is a Bayesian multi-agent framework enabling SLMs for high-stakes, edge-deployable negotiation by strategically managing emotions. It coordinates game-theoretic, RL, and psychological agents via a Bayesian orchestrator that fuses insights and updates reliability in real-time. The system outperforms baselines on new benchmarks in debt, healthcare, emergency response, and education domains.
CAFP: Fairness via Counterfactual Averaging
CAFP is a model-agnostic post-processing framework that ensures group fairness by averaging predictions from factual inputs and counterfactuals with flipped sensitive attributes. It requires no retraining or protected attribute access during training. Theoretical analysis shows it eliminates direct sensitive attribute dependence, reduces mutual information, and bounds prediction distortion.
ATANT: AI Continuity Evaluation Framework
ATANT is an open framework for evaluating AI continuity, defining it via 7 properties and using a 10-checkpoint methodology without LLMs. It features a 250-story corpus with 1,835 verification questions across 6 life domains. Evaluations achieve 100% accuracy in cumulative modes for 250 stories, available on GitHub.
Anthropic Boosts Claude Skill Testing
Anthropic added evaluation and benchmark functions to its Claude agent skill-creator tool. Skill creators can now verify functionality and measure quality without writing code. This aims to prevent quality degradation in AI agent skills.
AgentGate: Lightweight Agent Routing Engine
AgentGate is a lightweight structured routing engine for the emerging Internet of Agents, tackling efficient dispatch under latency, privacy, and cost constraints. It decomposes routing into action decision (single-agent, multi-agent, etc.) and structural grounding stages. Compact 3B-7B models, fine-tuned with candidate-aware supervision, deliver competitive performance on a new benchmark.
Accelink Advances TFLN via Acquisitions
Chinese photonics firm Accelink reported ~$207 million revenue in 2025. It is expanding its thin-film lithium niobate (TFLN) business through acquisitions. This supports next-generation optical communication demand.
Alibaba's $100B AI Goal Faces Chip Hurdles
Alibaba targets $100B in AI revenue within five years, achieving a 45% CAGR from $14B baseβdouble its past rate. Success depends on overcoming bottlenecks in chips, government-enterprise adoption, and tokens. Pingtouge serves as Alibaba's key chip differentiator.
Gemma 4 Template Improvements Merged
A pull request enhancing tool calls and dialog compliance for Gemma 4 has been merged. Users should update their Jinja templates for optimal performance. A preview image demonstrates the changes.
Chinese Robots' Singapore Shell Game Failing
Chinese robotics companies are clustering in Singapore to bypass trade restrictions via shell entities. However, actions by the US, China, and Singapore are increasingly blocking this tactic. The 'whitewashing' strategy is losing effectiveness.
Claude+HA Builds Electronic Pet Turtle Nanny
This tutorial demonstrates using Anthropic's Claude for code generation combined with Home Assistant (HA) to automate pet turtle monitoring. Users receive fun chat reports on turtle behaviors like basking platform occupancy and position changes, making pet care engaging without constant watching.
DIY AI Waifu Language Tutor App
A custom AI waifu app for teaching any language uses Gemma-4-E4B-it as LLM, OmniVoice TTS via FastAPI, and a Vroid Studio 3D model. It supports image uploads, web search, and voice/video calls like Grok Ani. The creator praises Gemma 4's strong prompt following without needing uncensoring.
Non-Profit Seeks Free Compute for 64M OCR Pages
Non-profit needs to OCR 64 million pages with local models for knowledge base. Exhausted Vast.ai credits, seeking free/subsidized compute alternatives. Posted in r/LocalLLaMA for recommendations.
AI Skill for One-Click Enterprise Research
A powerful AI Skill handles enterprise background checks and deep research with a single sentence input. It delivers results in seconds and full reports with industry maps in minutes. Ideal for quick business intelligence.
Qianxun Tech Head Exits Post-3B Raise
Qianxun Intelligent secured 3 billion in funding amid tech revolution. However, tech head Jie Junyuan has departed. Highlights interplay of individual choices and industry dynamics.
8GB RAM LLM Robot Optimization Tips
A builder creates an offline companion robot for her quadriplegic husband using Mistral-7B-Instruct on an 8GB ThinkPad. Integrates Jetson Nano for speech recognition and Piper TTS. Seeks llama.cpp optimization advice like quantization and zram.
AI Founders: Unchanging Amid Tech Flux
Interview with two AI entrepreneurs explores timeless principles in rapid tech evolution. Shifts focus from Next Token prediction to Next State paradigms. Emphasizes core constants for AI innovation.
AI Revolutionizes Advertising Beyond Scripts
AI has advanced from simple script writing to highly engaging advertising. It acts as a symbiotic brain driving brand growth. Marketers can now harness AI for creative, city-level savvy campaigns.
Teen, Tycoon: 10-Day Vibe Coding Saga
Story of a 10-day encounter between a teen and a billionaire in the vibe coding era. AI amplifies overlooked talents transitioning from old to new worlds. Highlights first-movers in AI-driven change.
Apple Secretly Patches iPhone Vulnerabilities
Apple quietly deployed a security patch to iPhones without user notification. New technologies introduce fresh attack surfaces. The perpetual clash between security defenders and hackers rages on.
Qwen Grabs 50% Global Open-Source Downloads
Alibaba Cloud's Qwen family captured over 50% of global open-source model downloads as of March after releasing Qwen 3.5 series. It achieved nearly 1 billion cumulative downloads, surpassing Meta's Llama and DeepSeek. This highlights Chinese models' dominance in open-source AI, with US firms like OpenAI and Nvidia gaining early traction.